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Update supported mmseg models (#181)
* fix ocrnet cascade decoder * update mmseg support models * update mmseg configs * support emanet and icnet * set max K of TopK for tensorrt * update supported models for mmseg in docs * add test for emamodule * add configs and update docs * Update docs * update benchmark
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,3 @@ | ||
| _base_ = ['./segmentation_static.py', '../_base_/backends/onnxruntime.py'] | ||
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| onnx_config = dict(input_shape=[2048, 1024]) |
2 changes: 1 addition & 1 deletion
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.../mmseg/segmentation_onnxruntime_static.py → ...egmentation_onnxruntime_static-512x512.py
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,3 +1,3 @@ | ||
| _base_ = ['./segmentation_static.py', '../_base_/backends/onnxruntime.py'] | ||
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| onnx_config = dict(input_shape=None) | ||
| onnx_config = dict(input_shape=[512, 512]) |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,4 @@ | ||
| _base_ = ['./segmentation_static.py', '../_base_/backends/openvino.py'] | ||
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| backend_config = dict( | ||
| model_inputs=[dict(opt_shapes=dict(input=[1, 3, 512, 512]))]) |
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configs/mmseg/segmentation_tensorrt-fp16_static-1024x1024.py
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,13 @@ | ||
| _base_ = ['./segmentation_static.py', '../_base_/backends/tensorrt-fp16.py'] | ||
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| onnx_config = dict(input_shape=[1024, 1024]) | ||
| backend_config = dict( | ||
| common_config=dict(max_workspace_size=1 << 30), | ||
| model_inputs=[ | ||
| dict( | ||
| input_shapes=dict( | ||
| input=dict( | ||
| min_shape=[1, 3, 1024, 1024], | ||
| opt_shape=[1, 3, 1024, 1024], | ||
| max_shape=[1, 3, 1024, 1024]))) | ||
| ]) |
13 changes: 13 additions & 0 deletions
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configs/mmseg/segmentation_tensorrt-fp16_static-512x512.py
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,13 @@ | ||
| _base_ = ['./segmentation_static.py', '../_base_/backends/tensorrt-fp16.py'] | ||
|
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| onnx_config = dict(input_shape=[512, 512]) | ||
| backend_config = dict( | ||
| common_config=dict(max_workspace_size=1 << 30), | ||
| model_inputs=[ | ||
| dict( | ||
| input_shapes=dict( | ||
| input=dict( | ||
| min_shape=[1, 3, 512, 512], | ||
| opt_shape=[1, 3, 512, 512], | ||
| max_shape=[1, 3, 512, 512]))) | ||
| ]) |
13 changes: 13 additions & 0 deletions
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configs/mmseg/segmentation_tensorrt-int8_static-1024x1024.py
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,13 @@ | ||
| _base_ = ['./segmentation_static.py', '../_base_/backends/tensorrt-int8.py'] | ||
|
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| onnx_config = dict(input_shape=[1024, 1024]) | ||
| backend_config = dict( | ||
| common_config=dict(max_workspace_size=1 << 30), | ||
| model_inputs=[ | ||
| dict( | ||
| input_shapes=dict( | ||
| input=dict( | ||
| min_shape=[1, 3, 1024, 1024], | ||
| opt_shape=[1, 3, 1024, 1024], | ||
| max_shape=[1, 3, 1024, 1024]))) | ||
| ]) |
13 changes: 13 additions & 0 deletions
13
configs/mmseg/segmentation_tensorrt-int8_static-512x512.py
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,13 @@ | ||
| _base_ = ['./segmentation_static.py', '../_base_/backends/tensorrt-int8.py'] | ||
|
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| onnx_config = dict(input_shape=[512, 512]) | ||
| backend_config = dict( | ||
| common_config=dict(max_workspace_size=1 << 30), | ||
| model_inputs=[ | ||
| dict( | ||
| input_shapes=dict( | ||
| input=dict( | ||
| min_shape=[1, 3, 512, 512], | ||
| opt_shape=[1, 3, 512, 512], | ||
| max_shape=[1, 3, 512, 512]))) | ||
| ]) |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,13 @@ | ||
| _base_ = ['./segmentation_static.py', '../_base_/backends/tensorrt.py'] | ||
|
|
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| onnx_config = dict(input_shape=[1024, 1024]) | ||
| backend_config = dict( | ||
| common_config=dict(max_workspace_size=1 << 30), | ||
| model_inputs=[ | ||
| dict( | ||
| input_shapes=dict( | ||
| input=dict( | ||
| min_shape=[1, 3, 1024, 1024], | ||
| opt_shape=[1, 3, 1024, 1024], | ||
| max_shape=[1, 3, 1024, 1024]))) | ||
| ]) |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,13 @@ | ||
| _base_ = ['./segmentation_static.py', '../_base_/backends/tensorrt.py'] | ||
|
|
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| onnx_config = dict(input_shape=[512, 512]) | ||
| backend_config = dict( | ||
| common_config=dict(max_workspace_size=1 << 30), | ||
| model_inputs=[ | ||
| dict( | ||
| input_shapes=dict( | ||
| input=dict( | ||
| min_shape=[1, 3, 512, 512], | ||
| opt_shape=[1, 3, 512, 512], | ||
| max_shape=[1, 3, 512, 512]))) | ||
| ]) |
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